1 Introduction



At the beginning of 2020, the world was shocked to see images of record-breaking wildfires raging all over the Australian continent. The following data about the fires were collected by NASA-satellites and display the spread and temperature (measured in Kelvin) of wildfires during the first week of 2020:

# Importing data
nasa_fire <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-01-07/MODIS_C6_Australia_and_New_Zealand_7d.csv') %>% 
  dplyr::rename("Kelvin" = "brightness")
# range of aquisition dates of the fire-data:
range(nasa_fire$acq_date)
## [1] "2019-12-29" "2020-01-05"


world <- map_data("world")

aust_fire <- ggplot() +
  geom_map(
    data = world, map = world, 
    aes(long, lat, map_id = region), fill = "grey") + 
  coord_sf(xlim = c(113.00, 153.00), ylim = c(-42.00, -8.00), expand = T) +
  geom_point(
    data = nasa_fire, 
    aes(longitude, latitude, color = Kelvin),
    alpha = 0.05, size = 0.2) +
  scale_color_gradient(low = "red", high = "yellow") +
  xlab("Longitude") +
  ylab("Latitude") + 
  theme(legend.position = "none")
 
## zoom into southeastern area:

aust_fire_small<- ggplot() +
  geom_map(
    data = world, map = world, 
    aes(long, lat, map_id = region), fill = "grey") + 
  coord_sf(xlim = c(147.00, 152.00), ylim = c(-38.00, -32.00), expand = T) +
  geom_point(
    data = nasa_fire, 
    aes(longitude, latitude, color = Kelvin), 
    alpha = 0.05, size = 0.1) + 
  scale_color_gradient(low = "red", high = "yellow") +
  xlab("") +
  ylab("")  

aust_fire | aust_fire_small


Please note that the sizes of the fires are not to scale, to provide a better overview. For more information about the dataset, please follow this link.

This quick look prompts the question of climatological change in Australia. We are aware that the occurance of wildfires is highly dependent on a lot of different environmental, ecological and climatological factors and therefore very hard to predict. In the following, we want to have a closer look at two factors that intuitively influence the occurance of wildfires; temperature and rainfall.

2 Data preperation



First, we need to import the datasets from this tidytuesday project on github. During the data preparation and cleaning, we investigate the different dataframes, adjust the date columns into date format and since we are joining the two data frames from temperatures and rainfall, we ensure having similar date format and city names all in lower letters in order to match the data properly, we clean the merged data frame from unused columns and dealing with missing values.

# Importing the data 
rainfall <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-01-07/rainfall.csv') %>% dplyr::filter(period == 1 | is.na(period)) %>% 
  dplyr::select(-period) # too late in the process of this project, we noticed that there are some datapoints of rainfall that were measured over multiple days, a few hundred in total, which distorted the data and therefore, these were excluded. 

temperature <- readr::read_csv('https://raw.githubusercontent.com/rfordatascience/tidytuesday/master/data/2020/2020-01-07/temperature.csv')

Now, we can have a look at the columns of the data, firstly by looking at the column names of the temperature dataset:

colnames(temperature)
## [1] "city_name"   "date"        "temperature" "temp_type"   "site_name"


…and of the rainfall dataset:

colnames(rainfall)
##  [1] "station_code" "city_name"    "year"         "month"        "day"         
##  [6] "rainfall"     "quality"      "lat"          "long"         "station_name"

It looks like both datasets contain information about the date and the city, where the respective variables were measured. Therefore, we should be to combine the two data frames.

2.1 Combining the datasets



To join the data, we need to have a look at the structures of the datasets:

# define datasets
df_rain <- rainfall
df_temp <- temperature

# Take a look at the structures of the data:
str(df_rain, give.attr = F) 
## tibble [178,277 × 10] (S3: tbl_df/tbl/data.frame)
##  $ station_code: chr [1:178277] "009151" "009151" "009151" "009151" ...
##  $ city_name   : chr [1:178277] "Perth" "Perth" "Perth" "Perth" ...
##  $ year        : num [1:178277] 1967 1967 1967 1967 1967 ...
##  $ month       : chr [1:178277] "01" "01" "01" "01" ...
##  $ day         : chr [1:178277] "01" "02" "03" "04" ...
##  $ rainfall    : num [1:178277] NA NA NA NA NA NA NA NA NA NA ...
##  $ quality     : chr [1:178277] NA NA NA NA ...
##  $ lat         : num [1:178277] -32 -32 -32 -32 -32 ...
##  $ long        : num [1:178277] 116 116 116 116 116 ...
##  $ station_name: chr [1:178277] "Subiaco Wastewater Treatment Plant" "Subiaco Wastewater Treatment Plant" "Subiaco Wastewater Treatment Plant" "Subiaco Wastewater Treatment Plant" ...
str(df_temp, give.attr = F)
## spec_tbl_df [528,278 × 5] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
##  $ city_name  : chr [1:528278] "PERTH" "PERTH" "PERTH" "PERTH" ...
##  $ date       : Date[1:528278], format: "1910-01-01" "1910-01-02" ...
##  $ temperature: num [1:528278] 26.7 27 27.5 24 24.8 24.4 25.3 28 32.6 35.9 ...
##  $ temp_type  : chr [1:528278] "max" "max" "max" "max" ...
##  $ site_name  : chr [1:528278] "PERTH AIRPORT" "PERTH AIRPORT" "PERTH AIRPORT" "PERTH AIRPORT" ...

There are a few differences in the variables we want to join by. city_name is in all uppercase in df_rain and in the latter, we have three columns (year, month, and day) as opposed to date in df_temp.

# Creating Date Columns 
df_rain$date <- as.Date(with(df_rain, 
                             paste(year, month, day,sep="-")), "%Y-%m-%d")

# Convert to class "Date"
df_temp$date <- as.Date(df_temp$date)

# Covert city_name to lower case
df_temp$city_name = tolower(df_temp$city_name)
df_rain$city_name = tolower(df_rain$city_name)


Finally, we combine the datasets by using ìnner_join().

# Joining Dataframes using Date & City
df_merge <- inner_join(df_rain, df_temp, by = c("date", "city_name"))


Now we can have a look at the first 1’000 rows of the combined dataset (you can scroll through):

df_merge %>% 
  head(1000) %>% 
  knitr::kable() %>% 
  kable_styling(font_size = 9, "striped", full_width = F) %>% 
  scroll_box(width = "100%", height = "500px")
station_code city_name year month day rainfall quality lat long station_name date temperature temp_type site_name
009151 perth 1967 01 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-01 34.8 max PERTH AIRPORT
009151 perth 1967 01 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-01 13.8 min PERTH AIRPORT
009151 perth 1967 01 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-02 31.9 max PERTH AIRPORT
009151 perth 1967 01 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-02 18.9 min PERTH AIRPORT
009151 perth 1967 01 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-03 31.7 max PERTH AIRPORT
009151 perth 1967 01 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-03 16.4 min PERTH AIRPORT
009151 perth 1967 01 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-04 25.6 max PERTH AIRPORT
009151 perth 1967 01 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-04 14.9 min PERTH AIRPORT
009151 perth 1967 01 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-05 23.6 max PERTH AIRPORT
009151 perth 1967 01 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-05 11.7 min PERTH AIRPORT
009151 perth 1967 01 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-06 25.8 max PERTH AIRPORT
009151 perth 1967 01 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-06 8.0 min PERTH AIRPORT
009151 perth 1967 01 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-07 28.6 max PERTH AIRPORT
009151 perth 1967 01 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-07 11.0 min PERTH AIRPORT
009151 perth 1967 01 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-08 27.3 max PERTH AIRPORT
009151 perth 1967 01 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-08 15.2 min PERTH AIRPORT
009151 perth 1967 01 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-09 30.3 max PERTH AIRPORT
009151 perth 1967 01 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-09 15.8 min PERTH AIRPORT
009151 perth 1967 01 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-10 32.5 max PERTH AIRPORT
009151 perth 1967 01 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-10 16.9 min PERTH AIRPORT
009151 perth 1967 01 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-11 33.3 max PERTH AIRPORT
009151 perth 1967 01 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-11 17.5 min PERTH AIRPORT
009151 perth 1967 01 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-12 33.8 max PERTH AIRPORT
009151 perth 1967 01 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-12 19.1 min PERTH AIRPORT
009151 perth 1967 01 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-13 31.7 max PERTH AIRPORT
009151 perth 1967 01 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-13 14.6 min PERTH AIRPORT
009151 perth 1967 01 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-14 28.3 max PERTH AIRPORT
009151 perth 1967 01 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-14 13.4 min PERTH AIRPORT
009151 perth 1967 01 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-15 29.6 max PERTH AIRPORT
009151 perth 1967 01 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-15 12.5 min PERTH AIRPORT
009151 perth 1967 01 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-16 35.0 max PERTH AIRPORT
009151 perth 1967 01 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-16 16.7 min PERTH AIRPORT
009151 perth 1967 01 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-17 38.6 max PERTH AIRPORT
009151 perth 1967 01 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-17 18.5 min PERTH AIRPORT
009151 perth 1967 01 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-18 32.0 max PERTH AIRPORT
009151 perth 1967 01 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-18 18.5 min PERTH AIRPORT
009151 perth 1967 01 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-19 30.3 max PERTH AIRPORT
009151 perth 1967 01 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-19 12.0 min PERTH AIRPORT
009151 perth 1967 01 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-20 26.4 max PERTH AIRPORT
009151 perth 1967 01 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-20 11.4 min PERTH AIRPORT
009151 perth 1967 01 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-21 31.3 max PERTH AIRPORT
009151 perth 1967 01 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-21 13.9 min PERTH AIRPORT
009151 perth 1967 01 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-22 28.0 max PERTH AIRPORT
009151 perth 1967 01 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-22 17.6 min PERTH AIRPORT
009151 perth 1967 01 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-23 30.2 max PERTH AIRPORT
009151 perth 1967 01 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-23 15.5 min PERTH AIRPORT
009151 perth 1967 01 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-24 29.9 max PERTH AIRPORT
009151 perth 1967 01 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-24 16.7 min PERTH AIRPORT
009151 perth 1967 01 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-25 33.4 max PERTH AIRPORT
009151 perth 1967 01 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-25 14.8 min PERTH AIRPORT
009151 perth 1967 01 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-26 33.7 max PERTH AIRPORT
009151 perth 1967 01 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-26 17.1 min PERTH AIRPORT
009151 perth 1967 01 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-27 35.1 max PERTH AIRPORT
009151 perth 1967 01 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-27 15.6 min PERTH AIRPORT
009151 perth 1967 01 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-28 37.8 max PERTH AIRPORT
009151 perth 1967 01 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-28 19.6 min PERTH AIRPORT
009151 perth 1967 01 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-29 36.9 max PERTH AIRPORT
009151 perth 1967 01 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-29 19.8 min PERTH AIRPORT
009151 perth 1967 01 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-30 36.3 max PERTH AIRPORT
009151 perth 1967 01 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-30 22.3 min PERTH AIRPORT
009151 perth 1967 01 31 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-31 38.7 max PERTH AIRPORT
009151 perth 1967 01 31 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-01-31 24.3 min PERTH AIRPORT
009151 perth 1967 02 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-01 40.7 max PERTH AIRPORT
009151 perth 1967 02 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-01 22.2 min PERTH AIRPORT
009151 perth 1967 02 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-02 34.7 max PERTH AIRPORT
009151 perth 1967 02 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-02 22.6 min PERTH AIRPORT
009151 perth 1967 02 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-03 31.2 max PERTH AIRPORT
009151 perth 1967 02 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-03 20.1 min PERTH AIRPORT
009151 perth 1967 02 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-04 34.3 max PERTH AIRPORT
009151 perth 1967 02 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-04 15.4 min PERTH AIRPORT
009151 perth 1967 02 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-05 40.7 max PERTH AIRPORT
009151 perth 1967 02 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-05 21.4 min PERTH AIRPORT
009151 perth 1967 02 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-06 32.3 max PERTH AIRPORT
009151 perth 1967 02 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-06 19.3 min PERTH AIRPORT
009151 perth 1967 02 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-07 29.8 max PERTH AIRPORT
009151 perth 1967 02 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-07 15.0 min PERTH AIRPORT
009151 perth 1967 02 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-08 32.3 max PERTH AIRPORT
009151 perth 1967 02 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-08 15.1 min PERTH AIRPORT
009151 perth 1967 02 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-09 37.3 max PERTH AIRPORT
009151 perth 1967 02 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-09 20.5 min PERTH AIRPORT
009151 perth 1967 02 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-10 37.9 max PERTH AIRPORT
009151 perth 1967 02 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-10 22.4 min PERTH AIRPORT
009151 perth 1967 02 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-11 37.3 max PERTH AIRPORT
009151 perth 1967 02 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-11 24.1 min PERTH AIRPORT
009151 perth 1967 02 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-12 32.8 max PERTH AIRPORT
009151 perth 1967 02 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-12 19.0 min PERTH AIRPORT
009151 perth 1967 02 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-13 31.1 max PERTH AIRPORT
009151 perth 1967 02 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-13 20.0 min PERTH AIRPORT
009151 perth 1967 02 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-14 30.9 max PERTH AIRPORT
009151 perth 1967 02 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-14 18.1 min PERTH AIRPORT
009151 perth 1967 02 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-15 32.9 max PERTH AIRPORT
009151 perth 1967 02 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-15 18.0 min PERTH AIRPORT
009151 perth 1967 02 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-16 33.6 max PERTH AIRPORT
009151 perth 1967 02 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-16 20.6 min PERTH AIRPORT
009151 perth 1967 02 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-17 37.2 max PERTH AIRPORT
009151 perth 1967 02 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-17 25.7 min PERTH AIRPORT
009151 perth 1967 02 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-18 27.0 max PERTH AIRPORT
009151 perth 1967 02 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-18 21.8 min PERTH AIRPORT
009151 perth 1967 02 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-19 29.6 max PERTH AIRPORT
009151 perth 1967 02 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-19 19.5 min PERTH AIRPORT
009151 perth 1967 02 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-20 32.3 max PERTH AIRPORT
009151 perth 1967 02 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-20 19.0 min PERTH AIRPORT
009151 perth 1967 02 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-21 25.9 max PERTH AIRPORT
009151 perth 1967 02 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-21 14.7 min PERTH AIRPORT
009151 perth 1967 02 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-22 26.9 max PERTH AIRPORT
009151 perth 1967 02 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-22 9.2 min PERTH AIRPORT
009151 perth 1967 02 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-23 28.1 max PERTH AIRPORT
009151 perth 1967 02 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-23 12.2 min PERTH AIRPORT
009151 perth 1967 02 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-24 30.7 max PERTH AIRPORT
009151 perth 1967 02 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-24 12.3 min PERTH AIRPORT
009151 perth 1967 02 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-25 34.7 max PERTH AIRPORT
009151 perth 1967 02 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-25 16.0 min PERTH AIRPORT
009151 perth 1967 02 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-26 34.8 max PERTH AIRPORT
009151 perth 1967 02 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-26 16.3 min PERTH AIRPORT
009151 perth 1967 02 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-27 35.3 max PERTH AIRPORT
009151 perth 1967 02 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-27 20.5 min PERTH AIRPORT
009151 perth 1967 02 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-28 36.1 max PERTH AIRPORT
009151 perth 1967 02 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-02-28 21.8 min PERTH AIRPORT
009151 perth 1967 03 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-01 35.5 max PERTH AIRPORT
009151 perth 1967 03 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-01 21.7 min PERTH AIRPORT
009151 perth 1967 03 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-02 36.2 max PERTH AIRPORT
009151 perth 1967 03 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-02 19.1 min PERTH AIRPORT
009151 perth 1967 03 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-03 35.3 max PERTH AIRPORT
009151 perth 1967 03 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-03 20.5 min PERTH AIRPORT
009151 perth 1967 03 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-04 33.4 max PERTH AIRPORT
009151 perth 1967 03 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-04 20.5 min PERTH AIRPORT
009151 perth 1967 03 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-05 27.8 max PERTH AIRPORT
009151 perth 1967 03 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-05 13.4 min PERTH AIRPORT
009151 perth 1967 03 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-06 26.5 max PERTH AIRPORT
009151 perth 1967 03 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-06 10.7 min PERTH AIRPORT
009151 perth 1967 03 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-07 26.9 max PERTH AIRPORT
009151 perth 1967 03 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-07 13.8 min PERTH AIRPORT
009151 perth 1967 03 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-08 29.0 max PERTH AIRPORT
009151 perth 1967 03 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-08 15.8 min PERTH AIRPORT
009151 perth 1967 03 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-09 31.1 max PERTH AIRPORT
009151 perth 1967 03 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-09 16.2 min PERTH AIRPORT
009151 perth 1967 03 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-10 32.9 max PERTH AIRPORT
009151 perth 1967 03 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-10 17.2 min PERTH AIRPORT
009151 perth 1967 03 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-11 34.7 max PERTH AIRPORT
009151 perth 1967 03 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-11 14.1 min PERTH AIRPORT
009151 perth 1967 03 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-12 27.3 max PERTH AIRPORT
009151 perth 1967 03 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-12 12.2 min PERTH AIRPORT
009151 perth 1967 03 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-13 27.7 max PERTH AIRPORT
009151 perth 1967 03 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-13 12.8 min PERTH AIRPORT
009151 perth 1967 03 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-14 25.4 max PERTH AIRPORT
009151 perth 1967 03 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-14 16.2 min PERTH AIRPORT
009151 perth 1967 03 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-15 20.5 max PERTH AIRPORT
009151 perth 1967 03 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-15 8.1 min PERTH AIRPORT
009151 perth 1967 03 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-16 22.0 max PERTH AIRPORT
009151 perth 1967 03 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-16 5.5 min PERTH AIRPORT
009151 perth 1967 03 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-17 25.3 max PERTH AIRPORT
009151 perth 1967 03 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-17 10.8 min PERTH AIRPORT
009151 perth 1967 03 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-18 28.0 max PERTH AIRPORT
009151 perth 1967 03 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-18 13.3 min PERTH AIRPORT
009151 perth 1967 03 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-19 29.7 max PERTH AIRPORT
009151 perth 1967 03 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-19 14.1 min PERTH AIRPORT
009151 perth 1967 03 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-20 27.7 max PERTH AIRPORT
009151 perth 1967 03 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-20 11.6 min PERTH AIRPORT
009151 perth 1967 03 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-21 27.3 max PERTH AIRPORT
009151 perth 1967 03 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-21 12.1 min PERTH AIRPORT
009151 perth 1967 03 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-22 27.8 max PERTH AIRPORT
009151 perth 1967 03 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-22 16.5 min PERTH AIRPORT
009151 perth 1967 03 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-23 32.3 max PERTH AIRPORT
009151 perth 1967 03 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-23 16.0 min PERTH AIRPORT
009151 perth 1967 03 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-24 34.6 max PERTH AIRPORT
009151 perth 1967 03 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-24 19.4 min PERTH AIRPORT
009151 perth 1967 03 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-25 26.9 max PERTH AIRPORT
009151 perth 1967 03 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-25 16.4 min PERTH AIRPORT
009151 perth 1967 03 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-26 25.0 max PERTH AIRPORT
009151 perth 1967 03 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-26 18.0 min PERTH AIRPORT
009151 perth 1967 03 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-27 23.5 max PERTH AIRPORT
009151 perth 1967 03 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-27 12.4 min PERTH AIRPORT
009151 perth 1967 03 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-28 25.5 max PERTH AIRPORT
009151 perth 1967 03 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-28 12.4 min PERTH AIRPORT
009151 perth 1967 03 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-29 25.6 max PERTH AIRPORT
009151 perth 1967 03 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-29 13.1 min PERTH AIRPORT
009151 perth 1967 03 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-30 26.3 max PERTH AIRPORT
009151 perth 1967 03 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-30 12.8 min PERTH AIRPORT
009151 perth 1967 03 31 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-31 27.5 max PERTH AIRPORT
009151 perth 1967 03 31 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-03-31 13.1 min PERTH AIRPORT
009151 perth 1967 04 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-01 29.2 max PERTH AIRPORT
009151 perth 1967 04 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-01 14.7 min PERTH AIRPORT
009151 perth 1967 04 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-02 25.1 max PERTH AIRPORT
009151 perth 1967 04 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-02 11.0 min PERTH AIRPORT
009151 perth 1967 04 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-03 20.6 max PERTH AIRPORT
009151 perth 1967 04 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-03 14.3 min PERTH AIRPORT
009151 perth 1967 04 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-04 23.7 max PERTH AIRPORT
009151 perth 1967 04 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-04 4.9 min PERTH AIRPORT
009151 perth 1967 04 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-05 25.9 max PERTH AIRPORT
009151 perth 1967 04 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-05 9.2 min PERTH AIRPORT
009151 perth 1967 04 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-06 28.1 max PERTH AIRPORT
009151 perth 1967 04 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-06 16.0 min PERTH AIRPORT
009151 perth 1967 04 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-07 30.2 max PERTH AIRPORT
009151 perth 1967 04 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-07 13.8 min PERTH AIRPORT
009151 perth 1967 04 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-08 31.0 max PERTH AIRPORT
009151 perth 1967 04 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-08 16.0 min PERTH AIRPORT
009151 perth 1967 04 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-09 25.8 max PERTH AIRPORT
009151 perth 1967 04 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-09 17.3 min PERTH AIRPORT
009151 perth 1967 04 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-10 23.2 max PERTH AIRPORT
009151 perth 1967 04 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-10 14.7 min PERTH AIRPORT
009151 perth 1967 04 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-11 21.7 max PERTH AIRPORT
009151 perth 1967 04 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-11 11.3 min PERTH AIRPORT
009151 perth 1967 04 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-12 19.5 max PERTH AIRPORT
009151 perth 1967 04 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-12 6.4 min PERTH AIRPORT
009151 perth 1967 04 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-13 21.5 max PERTH AIRPORT
009151 perth 1967 04 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-13 5.4 min PERTH AIRPORT
009151 perth 1967 04 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-14 30.7 max PERTH AIRPORT
009151 perth 1967 04 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-14 12.2 min PERTH AIRPORT
009151 perth 1967 04 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-15 22.8 max PERTH AIRPORT
009151 perth 1967 04 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-15 18.3 min PERTH AIRPORT
009151 perth 1967 04 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-16 23.6 max PERTH AIRPORT
009151 perth 1967 04 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-16 10.9 min PERTH AIRPORT
009151 perth 1967 04 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-17 22.8 max PERTH AIRPORT
009151 perth 1967 04 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-17 14.6 min PERTH AIRPORT
009151 perth 1967 04 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-18 23.0 max PERTH AIRPORT
009151 perth 1967 04 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-18 15.2 min PERTH AIRPORT
009151 perth 1967 04 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-19 22.2 max PERTH AIRPORT
009151 perth 1967 04 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-19 15.1 min PERTH AIRPORT
009151 perth 1967 04 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-20 23.1 max PERTH AIRPORT
009151 perth 1967 04 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-20 15.0 min PERTH AIRPORT
009151 perth 1967 04 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-21 24.1 max PERTH AIRPORT
009151 perth 1967 04 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-21 17.5 min PERTH AIRPORT
009151 perth 1967 04 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-22 28.2 max PERTH AIRPORT
009151 perth 1967 04 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-22 18.0 min PERTH AIRPORT
009151 perth 1967 04 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-23 26.2 max PERTH AIRPORT
009151 perth 1967 04 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-23 17.0 min PERTH AIRPORT
009151 perth 1967 04 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-24 30.7 max PERTH AIRPORT
009151 perth 1967 04 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-24 14.7 min PERTH AIRPORT
009151 perth 1967 04 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-25 28.9 max PERTH AIRPORT
009151 perth 1967 04 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-25 17.0 min PERTH AIRPORT
009151 perth 1967 04 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-26 23.2 max PERTH AIRPORT
009151 perth 1967 04 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-26 15.3 min PERTH AIRPORT
009151 perth 1967 04 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-27 23.1 max PERTH AIRPORT
009151 perth 1967 04 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-27 14.0 min PERTH AIRPORT
009151 perth 1967 04 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-28 22.9 max PERTH AIRPORT
009151 perth 1967 04 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-28 14.5 min PERTH AIRPORT
009151 perth 1967 04 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-29 24.7 max PERTH AIRPORT
009151 perth 1967 04 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-29 10.2 min PERTH AIRPORT
009151 perth 1967 04 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-30 28.0 max PERTH AIRPORT
009151 perth 1967 04 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-04-30 14.9 min PERTH AIRPORT
009151 perth 1967 05 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-01 25.7 max PERTH AIRPORT
009151 perth 1967 05 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-01 12.2 min PERTH AIRPORT
009151 perth 1967 05 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-02 23.0 max PERTH AIRPORT
009151 perth 1967 05 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-02 14.5 min PERTH AIRPORT
009151 perth 1967 05 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-03 19.8 max PERTH AIRPORT
009151 perth 1967 05 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-03 10.7 min PERTH AIRPORT
009151 perth 1967 05 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-04 21.8 max PERTH AIRPORT
009151 perth 1967 05 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-04 10.2 min PERTH AIRPORT
009151 perth 1967 05 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-05 22.8 max PERTH AIRPORT
009151 perth 1967 05 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-05 11.1 min PERTH AIRPORT
009151 perth 1967 05 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-06 25.7 max PERTH AIRPORT
009151 perth 1967 05 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-06 8.4 min PERTH AIRPORT
009151 perth 1967 05 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-07 29.7 max PERTH AIRPORT
009151 perth 1967 05 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-07 8.2 min PERTH AIRPORT
009151 perth 1967 05 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-08 18.7 max PERTH AIRPORT
009151 perth 1967 05 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-08 15.1 min PERTH AIRPORT
009151 perth 1967 05 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-09 18.9 max PERTH AIRPORT
009151 perth 1967 05 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-09 13.2 min PERTH AIRPORT
009151 perth 1967 05 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-10 16.9 max PERTH AIRPORT
009151 perth 1967 05 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-10 10.2 min PERTH AIRPORT
009151 perth 1967 05 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-11 18.9 max PERTH AIRPORT
009151 perth 1967 05 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-11 8.1 min PERTH AIRPORT
009151 perth 1967 05 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-12 20.7 max PERTH AIRPORT
009151 perth 1967 05 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-12 10.3 min PERTH AIRPORT
009151 perth 1967 05 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-13 21.6 max PERTH AIRPORT
009151 perth 1967 05 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-13 7.1 min PERTH AIRPORT
009151 perth 1967 05 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-14 21.5 max PERTH AIRPORT
009151 perth 1967 05 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-14 10.7 min PERTH AIRPORT
009151 perth 1967 05 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-15 24.9 max PERTH AIRPORT
009151 perth 1967 05 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-15 11.1 min PERTH AIRPORT
009151 perth 1967 05 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-16 18.8 max PERTH AIRPORT
009151 perth 1967 05 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-16 11.1 min PERTH AIRPORT
009151 perth 1967 05 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-17 16.8 max PERTH AIRPORT
009151 perth 1967 05 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-17 11.4 min PERTH AIRPORT
009151 perth 1967 05 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-18 17.7 max PERTH AIRPORT
009151 perth 1967 05 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-18 6.5 min PERTH AIRPORT
009151 perth 1967 05 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-19 18.8 max PERTH AIRPORT
009151 perth 1967 05 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-19 4.9 min PERTH AIRPORT
009151 perth 1967 05 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-20 21.4 max PERTH AIRPORT
009151 perth 1967 05 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-20 10.2 min PERTH AIRPORT
009151 perth 1967 05 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-21 20.4 max PERTH AIRPORT
009151 perth 1967 05 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-21 13.0 min PERTH AIRPORT
009151 perth 1967 05 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-22 21.9 max PERTH AIRPORT
009151 perth 1967 05 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-22 13.4 min PERTH AIRPORT
009151 perth 1967 05 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-23 18.9 max PERTH AIRPORT
009151 perth 1967 05 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-23 14.3 min PERTH AIRPORT
009151 perth 1967 05 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-24 20.4 max PERTH AIRPORT
009151 perth 1967 05 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-24 10.2 min PERTH AIRPORT
009151 perth 1967 05 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-25 20.4 max PERTH AIRPORT
009151 perth 1967 05 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-25 11.7 min PERTH AIRPORT
009151 perth 1967 05 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-26 22.4 max PERTH AIRPORT
009151 perth 1967 05 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-26 11.7 min PERTH AIRPORT
009151 perth 1967 05 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-27 17.6 max PERTH AIRPORT
009151 perth 1967 05 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-27 12.2 min PERTH AIRPORT
009151 perth 1967 05 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-28 18.3 max PERTH AIRPORT
009151 perth 1967 05 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-28 11.4 min PERTH AIRPORT
009151 perth 1967 05 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-29 17.4 max PERTH AIRPORT
009151 perth 1967 05 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-29 9.5 min PERTH AIRPORT
009151 perth 1967 05 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-30 19.7 max PERTH AIRPORT
009151 perth 1967 05 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-30 11.3 min PERTH AIRPORT
009151 perth 1967 05 31 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-31 21.4 max PERTH AIRPORT
009151 perth 1967 05 31 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-05-31 12.2 min PERTH AIRPORT
009151 perth 1967 06 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-01 23.1 max PERTH AIRPORT
009151 perth 1967 06 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-01 12.9 min PERTH AIRPORT
009151 perth 1967 06 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-02 19.3 max PERTH AIRPORT
009151 perth 1967 06 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-02 14.1 min PERTH AIRPORT
009151 perth 1967 06 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-03 18.8 max PERTH AIRPORT
009151 perth 1967 06 03 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-03 8.9 min PERTH AIRPORT
009151 perth 1967 06 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-04 21.0 max PERTH AIRPORT
009151 perth 1967 06 04 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-04 4.1 min PERTH AIRPORT
009151 perth 1967 06 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-05 20.6 max PERTH AIRPORT
009151 perth 1967 06 05 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-05 10.9 min PERTH AIRPORT
009151 perth 1967 06 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-06 20.9 max PERTH AIRPORT
009151 perth 1967 06 06 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-06 12.9 min PERTH AIRPORT
009151 perth 1967 06 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-07 24.4 max PERTH AIRPORT
009151 perth 1967 06 07 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-07 13.9 min PERTH AIRPORT
009151 perth 1967 06 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-08 18.1 max PERTH AIRPORT
009151 perth 1967 06 08 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-08 13.5 min PERTH AIRPORT
009151 perth 1967 06 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-09 19.4 max PERTH AIRPORT
009151 perth 1967 06 09 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-09 8.9 min PERTH AIRPORT
009151 perth 1967 06 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-10 20.9 max PERTH AIRPORT
009151 perth 1967 06 10 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-10 11.9 min PERTH AIRPORT
009151 perth 1967 06 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-11 17.6 max PERTH AIRPORT
009151 perth 1967 06 11 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-11 13.2 min PERTH AIRPORT
009151 perth 1967 06 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-12 16.1 max PERTH AIRPORT
009151 perth 1967 06 12 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-12 8.7 min PERTH AIRPORT
009151 perth 1967 06 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-13 18.5 max PERTH AIRPORT
009151 perth 1967 06 13 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-13 8.9 min PERTH AIRPORT
009151 perth 1967 06 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-14 20.5 max PERTH AIRPORT
009151 perth 1967 06 14 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-14 10.3 min PERTH AIRPORT
009151 perth 1967 06 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-15 22.0 max PERTH AIRPORT
009151 perth 1967 06 15 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-15 12.3 min PERTH AIRPORT
009151 perth 1967 06 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-16 21.4 max PERTH AIRPORT
009151 perth 1967 06 16 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-16 9.0 min PERTH AIRPORT
009151 perth 1967 06 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-17 22.1 max PERTH AIRPORT
009151 perth 1967 06 17 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-17 10.1 min PERTH AIRPORT
009151 perth 1967 06 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-18 23.1 max PERTH AIRPORT
009151 perth 1967 06 18 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-18 7.3 min PERTH AIRPORT
009151 perth 1967 06 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-19 23.7 max PERTH AIRPORT
009151 perth 1967 06 19 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-19 11.1 min PERTH AIRPORT
009151 perth 1967 06 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-20 19.9 max PERTH AIRPORT
009151 perth 1967 06 20 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-20 12.7 min PERTH AIRPORT
009151 perth 1967 06 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-21 18.4 max PERTH AIRPORT
009151 perth 1967 06 21 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-21 10.4 min PERTH AIRPORT
009151 perth 1967 06 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-22 19.4 max PERTH AIRPORT
009151 perth 1967 06 22 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-22 11.1 min PERTH AIRPORT
009151 perth 1967 06 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-23 17.2 max PERTH AIRPORT
009151 perth 1967 06 23 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-23 7.3 min PERTH AIRPORT
009151 perth 1967 06 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-24 20.2 max PERTH AIRPORT
009151 perth 1967 06 24 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-24 6.7 min PERTH AIRPORT
009151 perth 1967 06 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-25 20.4 max PERTH AIRPORT
009151 perth 1967 06 25 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-25 11.0 min PERTH AIRPORT
009151 perth 1967 06 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-26 17.0 max PERTH AIRPORT
009151 perth 1967 06 26 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-26 13.2 min PERTH AIRPORT
009151 perth 1967 06 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-27 18.1 max PERTH AIRPORT
009151 perth 1967 06 27 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-27 7.7 min PERTH AIRPORT
009151 perth 1967 06 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-28 17.5 max PERTH AIRPORT
009151 perth 1967 06 28 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-28 9.0 min PERTH AIRPORT
009151 perth 1967 06 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-29 16.0 max PERTH AIRPORT
009151 perth 1967 06 29 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-29 11.1 min PERTH AIRPORT
009151 perth 1967 06 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-30 17.1 max PERTH AIRPORT
009151 perth 1967 06 30 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-06-30 6.2 min PERTH AIRPORT
009151 perth 1967 07 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-01 19.2 max PERTH AIRPORT
009151 perth 1967 07 01 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-01 7.2 min PERTH AIRPORT
009151 perth 1967 07 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-02 17.7 max PERTH AIRPORT
009151 perth 1967 07 02 NA NA -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-02 11.3 min PERTH AIRPORT
009151 perth 1967 07 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-03 18.6 max PERTH AIRPORT
009151 perth 1967 07 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-03 8.9 min PERTH AIRPORT
009151 perth 1967 07 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-04 19.8 max PERTH AIRPORT
009151 perth 1967 07 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-04 8.1 min PERTH AIRPORT
009151 perth 1967 07 05 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-05 17.8 max PERTH AIRPORT
009151 perth 1967 07 05 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-05 8.7 min PERTH AIRPORT
009151 perth 1967 07 06 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-06 18.4 max PERTH AIRPORT
009151 perth 1967 07 06 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-06 8.0 min PERTH AIRPORT
009151 perth 1967 07 07 5.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-07 17.2 max PERTH AIRPORT
009151 perth 1967 07 07 5.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-07 10.5 min PERTH AIRPORT
009151 perth 1967 07 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-08 16.6 max PERTH AIRPORT
009151 perth 1967 07 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-08 1.7 min PERTH AIRPORT
009151 perth 1967 07 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-09 13.4 max PERTH AIRPORT
009151 perth 1967 07 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-09 4.1 min PERTH AIRPORT
009151 perth 1967 07 10 16.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-10 16.1 max PERTH AIRPORT
009151 perth 1967 07 10 16.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-10 4.4 min PERTH AIRPORT
009151 perth 1967 07 11 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-11 16.8 max PERTH AIRPORT
009151 perth 1967 07 11 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-11 4.1 min PERTH AIRPORT
009151 perth 1967 07 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-12 17.6 max PERTH AIRPORT
009151 perth 1967 07 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-12 5.1 min PERTH AIRPORT
009151 perth 1967 07 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-13 19.6 max PERTH AIRPORT
009151 perth 1967 07 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-13 7.5 min PERTH AIRPORT
009151 perth 1967 07 14 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-14 21.3 max PERTH AIRPORT
009151 perth 1967 07 14 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-14 11.5 min PERTH AIRPORT
009151 perth 1967 07 15 15.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-15 15.0 max PERTH AIRPORT
009151 perth 1967 07 15 15.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-15 11.7 min PERTH AIRPORT
009151 perth 1967 07 16 8.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-16 16.6 max PERTH AIRPORT
009151 perth 1967 07 16 8.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-16 8.5 min PERTH AIRPORT
009151 perth 1967 07 17 12.2 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-17 15.6 max PERTH AIRPORT
009151 perth 1967 07 17 12.2 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-17 9.1 min PERTH AIRPORT
009151 perth 1967 07 18 6.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-18 18.5 max PERTH AIRPORT
009151 perth 1967 07 18 6.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-18 7.3 min PERTH AIRPORT
009151 perth 1967 07 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-19 17.1 max PERTH AIRPORT
009151 perth 1967 07 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-19 7.0 min PERTH AIRPORT
009151 perth 1967 07 20 11.7 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-20 15.7 max PERTH AIRPORT
009151 perth 1967 07 20 11.7 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-20 3.3 min PERTH AIRPORT
009151 perth 1967 07 21 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-21 20.9 max PERTH AIRPORT
009151 perth 1967 07 21 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-21 5.0 min PERTH AIRPORT
009151 perth 1967 07 22 15.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-22 17.0 max PERTH AIRPORT
009151 perth 1967 07 22 15.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-22 9.2 min PERTH AIRPORT
009151 perth 1967 07 23 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-23 18.7 max PERTH AIRPORT
009151 perth 1967 07 23 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-23 6.9 min PERTH AIRPORT
009151 perth 1967 07 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-24 19.3 max PERTH AIRPORT
009151 perth 1967 07 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-24 6.8 min PERTH AIRPORT
009151 perth 1967 07 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-25 20.2 max PERTH AIRPORT
009151 perth 1967 07 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-25 4.4 min PERTH AIRPORT
009151 perth 1967 07 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-26 17.6 max PERTH AIRPORT
009151 perth 1967 07 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-26 10.2 min PERTH AIRPORT
009151 perth 1967 07 27 36.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-27 11.7 max PERTH AIRPORT
009151 perth 1967 07 27 36.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-27 7.2 min PERTH AIRPORT
009151 perth 1967 07 28 7.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-28 14.4 max PERTH AIRPORT
009151 perth 1967 07 28 7.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-28 4.1 min PERTH AIRPORT
009151 perth 1967 07 29 7.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-29 17.5 max PERTH AIRPORT
009151 perth 1967 07 29 7.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-29 7.0 min PERTH AIRPORT
009151 perth 1967 07 30 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-30 14.7 max PERTH AIRPORT
009151 perth 1967 07 30 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-30 3.6 min PERTH AIRPORT
009151 perth 1967 07 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-31 17.0 max PERTH AIRPORT
009151 perth 1967 07 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-07-31 2.0 min PERTH AIRPORT
009151 perth 1967 08 01 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-01 18.2 max PERTH AIRPORT
009151 perth 1967 08 01 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-01 6.3 min PERTH AIRPORT
009151 perth 1967 08 02 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-02 16.6 max PERTH AIRPORT
009151 perth 1967 08 02 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-02 7.3 min PERTH AIRPORT
009151 perth 1967 08 03 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-03 16.1 max PERTH AIRPORT
009151 perth 1967 08 03 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-03 7.8 min PERTH AIRPORT
009151 perth 1967 08 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-04 15.2 max PERTH AIRPORT
009151 perth 1967 08 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-04 3.2 min PERTH AIRPORT
009151 perth 1967 08 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-05 19.2 max PERTH AIRPORT
009151 perth 1967 08 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-05 3.7 min PERTH AIRPORT
009151 perth 1967 08 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-06 19.5 max PERTH AIRPORT
009151 perth 1967 08 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-06 4.6 min PERTH AIRPORT
009151 perth 1967 08 07 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-07 17.9 max PERTH AIRPORT
009151 perth 1967 08 07 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-07 6.0 min PERTH AIRPORT
009151 perth 1967 08 08 34.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-08 17.4 max PERTH AIRPORT
009151 perth 1967 08 08 34.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-08 10.2 min PERTH AIRPORT
009151 perth 1967 08 09 6.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-09 16.0 max PERTH AIRPORT
009151 perth 1967 08 09 6.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-09 5.9 min PERTH AIRPORT
009151 perth 1967 08 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-10 16.4 max PERTH AIRPORT
009151 perth 1967 08 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-10 3.4 min PERTH AIRPORT
009151 perth 1967 08 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-11 16.9 max PERTH AIRPORT
009151 perth 1967 08 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-11 7.2 min PERTH AIRPORT
009151 perth 1967 08 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-12 16.9 max PERTH AIRPORT
009151 perth 1967 08 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-12 5.6 min PERTH AIRPORT
009151 perth 1967 08 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-13 17.3 max PERTH AIRPORT
009151 perth 1967 08 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-13 7.7 min PERTH AIRPORT
009151 perth 1967 08 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-14 19.2 max PERTH AIRPORT
009151 perth 1967 08 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-14 6.6 min PERTH AIRPORT
009151 perth 1967 08 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-15 20.4 max PERTH AIRPORT
009151 perth 1967 08 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-15 7.6 min PERTH AIRPORT
009151 perth 1967 08 16 29.2 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-16 14.2 max PERTH AIRPORT
009151 perth 1967 08 16 29.2 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-16 6.8 min PERTH AIRPORT
009151 perth 1967 08 17 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-17 16.8 max PERTH AIRPORT
009151 perth 1967 08 17 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-17 1.9 min PERTH AIRPORT
009151 perth 1967 08 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-18 19.0 max PERTH AIRPORT
009151 perth 1967 08 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-18 5.5 min PERTH AIRPORT
009151 perth 1967 08 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-19 21.2 max PERTH AIRPORT
009151 perth 1967 08 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-19 6.3 min PERTH AIRPORT
009151 perth 1967 08 20 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-20 20.1 max PERTH AIRPORT
009151 perth 1967 08 20 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-20 9.7 min PERTH AIRPORT
009151 perth 1967 08 21 3.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-21 18.2 max PERTH AIRPORT
009151 perth 1967 08 21 3.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-21 11.1 min PERTH AIRPORT
009151 perth 1967 08 22 2.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-22 16.9 max PERTH AIRPORT
009151 perth 1967 08 22 2.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-22 8.8 min PERTH AIRPORT
009151 perth 1967 08 23 6.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-23 16.9 max PERTH AIRPORT
009151 perth 1967 08 23 6.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-23 10.0 min PERTH AIRPORT
009151 perth 1967 08 24 18.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-24 15.2 max PERTH AIRPORT
009151 perth 1967 08 24 18.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-24 10.8 min PERTH AIRPORT
009151 perth 1967 08 25 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-25 17.1 max PERTH AIRPORT
009151 perth 1967 08 25 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-25 7.2 min PERTH AIRPORT
009151 perth 1967 08 26 8.9 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-26 16.5 max PERTH AIRPORT
009151 perth 1967 08 26 8.9 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-26 3.6 min PERTH AIRPORT
009151 perth 1967 08 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-27 17.5 max PERTH AIRPORT
009151 perth 1967 08 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-27 5.9 min PERTH AIRPORT
009151 perth 1967 08 28 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-28 19.1 max PERTH AIRPORT
009151 perth 1967 08 28 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-28 10.8 min PERTH AIRPORT
009151 perth 1967 08 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-29 20.1 max PERTH AIRPORT
009151 perth 1967 08 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-29 12.0 min PERTH AIRPORT
009151 perth 1967 08 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-30 20.6 max PERTH AIRPORT
009151 perth 1967 08 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-30 6.6 min PERTH AIRPORT
009151 perth 1967 08 31 1.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-31 17.6 max PERTH AIRPORT
009151 perth 1967 08 31 1.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-08-31 11.9 min PERTH AIRPORT
009151 perth 1967 09 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-01 20.9 max PERTH AIRPORT
009151 perth 1967 09 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-01 7.8 min PERTH AIRPORT
009151 perth 1967 09 02 14.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-02 18.3 max PERTH AIRPORT
009151 perth 1967 09 02 14.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-02 10.8 min PERTH AIRPORT
009151 perth 1967 09 03 5.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-03 16.3 max PERTH AIRPORT
009151 perth 1967 09 03 5.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-03 7.6 min PERTH AIRPORT
009151 perth 1967 09 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-04 19.3 max PERTH AIRPORT
009151 perth 1967 09 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-04 4.2 min PERTH AIRPORT
009151 perth 1967 09 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-05 21.8 max PERTH AIRPORT
009151 perth 1967 09 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-05 7.3 min PERTH AIRPORT
009151 perth 1967 09 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-06 26.0 max PERTH AIRPORT
009151 perth 1967 09 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-06 10.6 min PERTH AIRPORT
009151 perth 1967 09 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-07 22.5 max PERTH AIRPORT
009151 perth 1967 09 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-07 6.1 min PERTH AIRPORT
009151 perth 1967 09 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-08 20.5 max PERTH AIRPORT
009151 perth 1967 09 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-08 5.1 min PERTH AIRPORT
009151 perth 1967 09 09 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-09 19.2 max PERTH AIRPORT
009151 perth 1967 09 09 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-09 10.4 min PERTH AIRPORT
009151 perth 1967 09 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-10 19.3 max PERTH AIRPORT
009151 perth 1967 09 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-10 4.6 min PERTH AIRPORT
009151 perth 1967 09 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-11 23.0 max PERTH AIRPORT
009151 perth 1967 09 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-11 4.5 min PERTH AIRPORT
009151 perth 1967 09 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-12 19.5 max PERTH AIRPORT
009151 perth 1967 09 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-12 8.1 min PERTH AIRPORT
009151 perth 1967 09 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-13 20.3 max PERTH AIRPORT
009151 perth 1967 09 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-13 7.8 min PERTH AIRPORT
009151 perth 1967 09 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-14 21.7 max PERTH AIRPORT
009151 perth 1967 09 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-14 7.8 min PERTH AIRPORT
009151 perth 1967 09 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-15 19.9 max PERTH AIRPORT
009151 perth 1967 09 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-15 6.6 min PERTH AIRPORT
009151 perth 1967 09 16 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-16 19.9 max PERTH AIRPORT
009151 perth 1967 09 16 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-16 5.5 min PERTH AIRPORT
009151 perth 1967 09 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-17 19.4 max PERTH AIRPORT
009151 perth 1967 09 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-17 4.9 min PERTH AIRPORT
009151 perth 1967 09 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-18 22.5 max PERTH AIRPORT
009151 perth 1967 09 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-18 8.7 min PERTH AIRPORT
009151 perth 1967 09 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-19 24.5 max PERTH AIRPORT
009151 perth 1967 09 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-19 6.7 min PERTH AIRPORT
009151 perth 1967 09 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-20 28.4 max PERTH AIRPORT
009151 perth 1967 09 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-20 8.9 min PERTH AIRPORT
009151 perth 1967 09 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-21 23.0 max PERTH AIRPORT
009151 perth 1967 09 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-21 10.0 min PERTH AIRPORT
009151 perth 1967 09 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-22 17.1 max PERTH AIRPORT
009151 perth 1967 09 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-22 10.0 min PERTH AIRPORT
009151 perth 1967 09 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-23 18.1 max PERTH AIRPORT
009151 perth 1967 09 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-23 7.3 min PERTH AIRPORT
009151 perth 1967 09 24 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-24 19.4 max PERTH AIRPORT
009151 perth 1967 09 24 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-24 10.0 min PERTH AIRPORT
009151 perth 1967 09 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-25 19.3 max PERTH AIRPORT
009151 perth 1967 09 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-25 10.8 min PERTH AIRPORT
009151 perth 1967 09 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-26 21.2 max PERTH AIRPORT
009151 perth 1967 09 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-26 5.3 min PERTH AIRPORT
009151 perth 1967 09 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-27 20.4 max PERTH AIRPORT
009151 perth 1967 09 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-27 7.8 min PERTH AIRPORT
009151 perth 1967 09 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-28 23.1 max PERTH AIRPORT
009151 perth 1967 09 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-28 6.8 min PERTH AIRPORT
009151 perth 1967 09 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-29 29.8 max PERTH AIRPORT
009151 perth 1967 09 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-29 8.7 min PERTH AIRPORT
009151 perth 1967 09 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-30 31.1 max PERTH AIRPORT
009151 perth 1967 09 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-09-30 13.9 min PERTH AIRPORT
009151 perth 1967 10 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-01 25.2 max PERTH AIRPORT
009151 perth 1967 10 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-01 13.5 min PERTH AIRPORT
009151 perth 1967 10 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-02 22.8 max PERTH AIRPORT
009151 perth 1967 10 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-02 11.7 min PERTH AIRPORT
009151 perth 1967 10 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-03 21.4 max PERTH AIRPORT
009151 perth 1967 10 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-03 10.3 min PERTH AIRPORT
009151 perth 1967 10 04 19.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-04 19.9 max PERTH AIRPORT
009151 perth 1967 10 04 19.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-04 10.5 min PERTH AIRPORT
009151 perth 1967 10 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-05 19.6 max PERTH AIRPORT
009151 perth 1967 10 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-05 6.0 min PERTH AIRPORT
009151 perth 1967 10 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-06 20.8 max PERTH AIRPORT
009151 perth 1967 10 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-06 11.7 min PERTH AIRPORT
009151 perth 1967 10 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-07 20.6 max PERTH AIRPORT
009151 perth 1967 10 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-07 8.9 min PERTH AIRPORT
009151 perth 1967 10 08 11.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-08 20.4 max PERTH AIRPORT
009151 perth 1967 10 08 11.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-08 10.4 min PERTH AIRPORT
009151 perth 1967 10 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-09 22.3 max PERTH AIRPORT
009151 perth 1967 10 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-09 9.4 min PERTH AIRPORT
009151 perth 1967 10 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-10 22.6 max PERTH AIRPORT
009151 perth 1967 10 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-10 7.9 min PERTH AIRPORT
009151 perth 1967 10 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-11 21.9 max PERTH AIRPORT
009151 perth 1967 10 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-11 8.0 min PERTH AIRPORT
009151 perth 1967 10 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-12 23.3 max PERTH AIRPORT
009151 perth 1967 10 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-12 14.4 min PERTH AIRPORT
009151 perth 1967 10 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-13 28.7 max PERTH AIRPORT
009151 perth 1967 10 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-13 10.3 min PERTH AIRPORT
009151 perth 1967 10 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-14 23.6 max PERTH AIRPORT
009151 perth 1967 10 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-14 10.9 min PERTH AIRPORT
009151 perth 1967 10 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-15 22.9 max PERTH AIRPORT
009151 perth 1967 10 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-15 12.1 min PERTH AIRPORT
009151 perth 1967 10 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-16 23.9 max PERTH AIRPORT
009151 perth 1967 10 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-16 6.6 min PERTH AIRPORT
009151 perth 1967 10 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-17 25.1 max PERTH AIRPORT
009151 perth 1967 10 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-17 11.5 min PERTH AIRPORT
009151 perth 1967 10 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-18 25.9 max PERTH AIRPORT
009151 perth 1967 10 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-18 13.3 min PERTH AIRPORT
009151 perth 1967 10 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-19 31.6 max PERTH AIRPORT
009151 perth 1967 10 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-19 11.8 min PERTH AIRPORT
009151 perth 1967 10 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-20 31.8 max PERTH AIRPORT
009151 perth 1967 10 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-20 17.1 min PERTH AIRPORT
009151 perth 1967 10 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-21 23.1 max PERTH AIRPORT
009151 perth 1967 10 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-21 14.0 min PERTH AIRPORT
009151 perth 1967 10 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-22 29.8 max PERTH AIRPORT
009151 perth 1967 10 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-22 10.3 min PERTH AIRPORT
009151 perth 1967 10 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-23 23.5 max PERTH AIRPORT
009151 perth 1967 10 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-23 7.9 min PERTH AIRPORT
009151 perth 1967 10 24 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-24 19.6 max PERTH AIRPORT
009151 perth 1967 10 24 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-24 12.3 min PERTH AIRPORT
009151 perth 1967 10 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-25 21.3 max PERTH AIRPORT
009151 perth 1967 10 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-25 11.0 min PERTH AIRPORT
009151 perth 1967 10 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-26 22.6 max PERTH AIRPORT
009151 perth 1967 10 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-26 12.4 min PERTH AIRPORT
009151 perth 1967 10 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-27 22.3 max PERTH AIRPORT
009151 perth 1967 10 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-27 14.9 min PERTH AIRPORT
009151 perth 1967 10 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-28 26.3 max PERTH AIRPORT
009151 perth 1967 10 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-28 14.7 min PERTH AIRPORT
009151 perth 1967 10 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-29 37.0 max PERTH AIRPORT
009151 perth 1967 10 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-29 13.9 min PERTH AIRPORT
009151 perth 1967 10 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-30 27.8 max PERTH AIRPORT
009151 perth 1967 10 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-30 16.5 min PERTH AIRPORT
009151 perth 1967 10 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-31 25.4 max PERTH AIRPORT
009151 perth 1967 10 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-10-31 14.9 min PERTH AIRPORT
009151 perth 1967 11 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-01 24.0 max PERTH AIRPORT
009151 perth 1967 11 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-01 10.6 min PERTH AIRPORT
009151 perth 1967 11 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-02 22.7 max PERTH AIRPORT
009151 perth 1967 11 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-02 13.9 min PERTH AIRPORT
009151 perth 1967 11 03 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-03 20.8 max PERTH AIRPORT
009151 perth 1967 11 03 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-03 14.3 min PERTH AIRPORT
009151 perth 1967 11 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-04 24.4 max PERTH AIRPORT
009151 perth 1967 11 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-04 7.5 min PERTH AIRPORT
009151 perth 1967 11 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-05 30.6 max PERTH AIRPORT
009151 perth 1967 11 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-05 10.6 min PERTH AIRPORT
009151 perth 1967 11 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-06 29.0 max PERTH AIRPORT
009151 perth 1967 11 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-06 14.8 min PERTH AIRPORT
009151 perth 1967 11 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-07 30.7 max PERTH AIRPORT
009151 perth 1967 11 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-07 16.0 min PERTH AIRPORT
009151 perth 1967 11 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-08 30.8 max PERTH AIRPORT
009151 perth 1967 11 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-08 15.7 min PERTH AIRPORT
009151 perth 1967 11 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-09 33.7 max PERTH AIRPORT
009151 perth 1967 11 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-09 15.4 min PERTH AIRPORT
009151 perth 1967 11 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-10 33.4 max PERTH AIRPORT
009151 perth 1967 11 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-10 20.5 min PERTH AIRPORT
009151 perth 1967 11 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-11 23.3 max PERTH AIRPORT
009151 perth 1967 11 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-11 16.1 min PERTH AIRPORT
009151 perth 1967 11 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-12 21.7 max PERTH AIRPORT
009151 perth 1967 11 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-12 13.3 min PERTH AIRPORT
009151 perth 1967 11 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-13 25.1 max PERTH AIRPORT
009151 perth 1967 11 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-13 8.1 min PERTH AIRPORT
009151 perth 1967 11 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-14 24.9 max PERTH AIRPORT
009151 perth 1967 11 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-14 10.5 min PERTH AIRPORT
009151 perth 1967 11 15 3.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-15 18.4 max PERTH AIRPORT
009151 perth 1967 11 15 3.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-15 14.8 min PERTH AIRPORT
009151 perth 1967 11 16 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-16 19.7 max PERTH AIRPORT
009151 perth 1967 11 16 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-16 10.5 min PERTH AIRPORT
009151 perth 1967 11 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-17 21.9 max PERTH AIRPORT
009151 perth 1967 11 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-17 9.3 min PERTH AIRPORT
009151 perth 1967 11 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-18 23.8 max PERTH AIRPORT
009151 perth 1967 11 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-18 8.3 min PERTH AIRPORT
009151 perth 1967 11 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-19 22.9 max PERTH AIRPORT
009151 perth 1967 11 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-19 12.7 min PERTH AIRPORT
009151 perth 1967 11 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-20 23.8 max PERTH AIRPORT
009151 perth 1967 11 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-20 8.5 min PERTH AIRPORT
009151 perth 1967 11 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-21 26.2 max PERTH AIRPORT
009151 perth 1967 11 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-21 9.3 min PERTH AIRPORT
009151 perth 1967 11 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-22 27.8 max PERTH AIRPORT
009151 perth 1967 11 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-22 13.9 min PERTH AIRPORT
009151 perth 1967 11 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-23 25.5 max PERTH AIRPORT
009151 perth 1967 11 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-23 16.1 min PERTH AIRPORT
009151 perth 1967 11 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-24 27.2 max PERTH AIRPORT
009151 perth 1967 11 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-24 14.8 min PERTH AIRPORT
009151 perth 1967 11 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-25 34.8 max PERTH AIRPORT
009151 perth 1967 11 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-25 15.7 min PERTH AIRPORT
009151 perth 1967 11 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-26 25.0 max PERTH AIRPORT
009151 perth 1967 11 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-26 14.8 min PERTH AIRPORT
009151 perth 1967 11 27 3.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-27 22.9 max PERTH AIRPORT
009151 perth 1967 11 27 3.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-27 16.1 min PERTH AIRPORT
009151 perth 1967 11 28 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-28 22.9 max PERTH AIRPORT
009151 perth 1967 11 28 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-28 14.7 min PERTH AIRPORT
009151 perth 1967 11 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-29 27.6 max PERTH AIRPORT
009151 perth 1967 11 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-29 11.1 min PERTH AIRPORT
009151 perth 1967 11 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-30 29.0 max PERTH AIRPORT
009151 perth 1967 11 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-11-30 10.6 min PERTH AIRPORT
009151 perth 1967 12 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-01 32.1 max PERTH AIRPORT
009151 perth 1967 12 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-01 12.7 min PERTH AIRPORT
009151 perth 1967 12 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-02 34.8 max PERTH AIRPORT
009151 perth 1967 12 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-02 17.1 min PERTH AIRPORT
009151 perth 1967 12 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-03 37.4 max PERTH AIRPORT
009151 perth 1967 12 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-03 21.6 min PERTH AIRPORT
009151 perth 1967 12 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-04 35.9 max PERTH AIRPORT
009151 perth 1967 12 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-04 20.1 min PERTH AIRPORT
009151 perth 1967 12 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-05 36.4 max PERTH AIRPORT
009151 perth 1967 12 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-05 22.6 min PERTH AIRPORT
009151 perth 1967 12 06 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-06 27.1 max PERTH AIRPORT
009151 perth 1967 12 06 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-06 19.8 min PERTH AIRPORT
009151 perth 1967 12 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-07 25.0 max PERTH AIRPORT
009151 perth 1967 12 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-07 10.9 min PERTH AIRPORT
009151 perth 1967 12 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-08 23.4 max PERTH AIRPORT
009151 perth 1967 12 08 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-08 13.5 min PERTH AIRPORT
009151 perth 1967 12 09 3.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-09 23.4 max PERTH AIRPORT
009151 perth 1967 12 09 3.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-09 13.3 min PERTH AIRPORT
009151 perth 1967 12 10 4.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-10 22.8 max PERTH AIRPORT
009151 perth 1967 12 10 4.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-10 13.7 min PERTH AIRPORT
009151 perth 1967 12 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-11 22.6 max PERTH AIRPORT
009151 perth 1967 12 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-11 10.4 min PERTH AIRPORT
009151 perth 1967 12 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-12 23.3 max PERTH AIRPORT
009151 perth 1967 12 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-12 11.7 min PERTH AIRPORT
009151 perth 1967 12 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-13 30.2 max PERTH AIRPORT
009151 perth 1967 12 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-13 12.6 min PERTH AIRPORT
009151 perth 1967 12 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-14 31.6 max PERTH AIRPORT
009151 perth 1967 12 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-14 12.6 min PERTH AIRPORT
009151 perth 1967 12 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-15 34.0 max PERTH AIRPORT
009151 perth 1967 12 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-15 17.4 min PERTH AIRPORT
009151 perth 1967 12 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-16 32.7 max PERTH AIRPORT
009151 perth 1967 12 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-16 17.0 min PERTH AIRPORT
009151 perth 1967 12 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-17 28.6 max PERTH AIRPORT
009151 perth 1967 12 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-17 17.0 min PERTH AIRPORT
009151 perth 1967 12 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-18 29.9 max PERTH AIRPORT
009151 perth 1967 12 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-18 17.0 min PERTH AIRPORT
009151 perth 1967 12 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-19 32.0 max PERTH AIRPORT
009151 perth 1967 12 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-19 17.0 min PERTH AIRPORT
009151 perth 1967 12 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-20 32.5 max PERTH AIRPORT
009151 perth 1967 12 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-20 16.9 min PERTH AIRPORT
009151 perth 1967 12 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-21 28.0 max PERTH AIRPORT
009151 perth 1967 12 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-21 18.8 min PERTH AIRPORT
009151 perth 1967 12 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-22 26.5 max PERTH AIRPORT
009151 perth 1967 12 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-22 16.9 min PERTH AIRPORT
009151 perth 1967 12 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-23 22.7 max PERTH AIRPORT
009151 perth 1967 12 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-23 16.3 min PERTH AIRPORT
009151 perth 1967 12 24 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-24 23.3 max PERTH AIRPORT
009151 perth 1967 12 24 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-24 13.6 min PERTH AIRPORT
009151 perth 1967 12 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-25 26.7 max PERTH AIRPORT
009151 perth 1967 12 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-25 9.7 min PERTH AIRPORT
009151 perth 1967 12 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-26 23.4 max PERTH AIRPORT
009151 perth 1967 12 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-26 10.7 min PERTH AIRPORT
009151 perth 1967 12 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-27 25.3 max PERTH AIRPORT
009151 perth 1967 12 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-27 11.1 min PERTH AIRPORT
009151 perth 1967 12 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-28 26.5 max PERTH AIRPORT
009151 perth 1967 12 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-28 10.3 min PERTH AIRPORT
009151 perth 1967 12 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-29 26.2 max PERTH AIRPORT
009151 perth 1967 12 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-29 13.9 min PERTH AIRPORT
009151 perth 1967 12 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-30 30.9 max PERTH AIRPORT
009151 perth 1967 12 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-30 14.3 min PERTH AIRPORT
009151 perth 1967 12 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-31 32.6 max PERTH AIRPORT
009151 perth 1967 12 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1967-12-31 18.6 min PERTH AIRPORT
009151 perth 1968 01 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-01 26.1 max PERTH AIRPORT
009151 perth 1968 01 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-01 15.6 min PERTH AIRPORT
009151 perth 1968 01 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-02 26.9 max PERTH AIRPORT
009151 perth 1968 01 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-02 11.4 min PERTH AIRPORT
009151 perth 1968 01 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-03 36.0 max PERTH AIRPORT
009151 perth 1968 01 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-03 11.9 min PERTH AIRPORT
009151 perth 1968 01 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-04 28.5 max PERTH AIRPORT
009151 perth 1968 01 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-04 16.2 min PERTH AIRPORT
009151 perth 1968 01 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-05 26.7 max PERTH AIRPORT
009151 perth 1968 01 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-05 17.5 min PERTH AIRPORT
009151 perth 1968 01 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-06 24.5 max PERTH AIRPORT
009151 perth 1968 01 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-06 15.3 min PERTH AIRPORT
009151 perth 1968 01 07 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-07 21.2 max PERTH AIRPORT
009151 perth 1968 01 07 2.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-07 13.4 min PERTH AIRPORT
009151 perth 1968 01 08 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-08 24.3 max PERTH AIRPORT
009151 perth 1968 01 08 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-08 12.5 min PERTH AIRPORT
009151 perth 1968 01 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-09 25.9 max PERTH AIRPORT
009151 perth 1968 01 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-09 10.1 min PERTH AIRPORT
009151 perth 1968 01 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-10 29.1 max PERTH AIRPORT
009151 perth 1968 01 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-10 13.9 min PERTH AIRPORT
009151 perth 1968 01 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-11 36.0 max PERTH AIRPORT
009151 perth 1968 01 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-11 14.6 min PERTH AIRPORT
009151 perth 1968 01 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-12 38.5 max PERTH AIRPORT
009151 perth 1968 01 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-12 18.5 min PERTH AIRPORT
009151 perth 1968 01 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-13 40.6 max PERTH AIRPORT
009151 perth 1968 01 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-13 20.6 min PERTH AIRPORT
009151 perth 1968 01 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-14 41.3 max PERTH AIRPORT
009151 perth 1968 01 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-14 21.8 min PERTH AIRPORT
009151 perth 1968 01 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-15 43.0 max PERTH AIRPORT
009151 perth 1968 01 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-15 22.7 min PERTH AIRPORT
009151 perth 1968 01 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-16 29.0 max PERTH AIRPORT
009151 perth 1968 01 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-16 21.8 min PERTH AIRPORT
009151 perth 1968 01 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-17 25.9 max PERTH AIRPORT
009151 perth 1968 01 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-17 19.6 min PERTH AIRPORT
009151 perth 1968 01 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-18 28.4 max PERTH AIRPORT
009151 perth 1968 01 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-18 13.8 min PERTH AIRPORT
009151 perth 1968 01 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-19 28.8 max PERTH AIRPORT
009151 perth 1968 01 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-19 12.9 min PERTH AIRPORT
009151 perth 1968 01 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-20 30.8 max PERTH AIRPORT
009151 perth 1968 01 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-20 15.6 min PERTH AIRPORT
009151 perth 1968 01 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-21 35.9 max PERTH AIRPORT
009151 perth 1968 01 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-21 14.5 min PERTH AIRPORT
009151 perth 1968 01 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-22 27.5 max PERTH AIRPORT
009151 perth 1968 01 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-22 13.9 min PERTH AIRPORT
009151 perth 1968 01 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-23 28.0 max PERTH AIRPORT
009151 perth 1968 01 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-23 11.9 min PERTH AIRPORT
009151 perth 1968 01 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-24 35.6 max PERTH AIRPORT
009151 perth 1968 01 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-24 14.5 min PERTH AIRPORT
009151 perth 1968 01 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-25 42.3 max PERTH AIRPORT
009151 perth 1968 01 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-25 19.3 min PERTH AIRPORT
009151 perth 1968 01 26 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-26 30.2 max PERTH AIRPORT
009151 perth 1968 01 26 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-26 23.7 min PERTH AIRPORT
009151 perth 1968 01 27 4.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-27 25.6 max PERTH AIRPORT
009151 perth 1968 01 27 4.6 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-27 18.5 min PERTH AIRPORT
009151 perth 1968 01 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-28 29.0 max PERTH AIRPORT
009151 perth 1968 01 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-28 16.4 min PERTH AIRPORT
009151 perth 1968 01 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-29 31.3 max PERTH AIRPORT
009151 perth 1968 01 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-29 21.1 min PERTH AIRPORT
009151 perth 1968 01 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-30 25.8 max PERTH AIRPORT
009151 perth 1968 01 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-30 18.9 min PERTH AIRPORT
009151 perth 1968 01 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-31 27.2 max PERTH AIRPORT
009151 perth 1968 01 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-01-31 17.3 min PERTH AIRPORT
009151 perth 1968 02 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-01 28.4 max PERTH AIRPORT
009151 perth 1968 02 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-01 13.9 min PERTH AIRPORT
009151 perth 1968 02 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-02 23.8 max PERTH AIRPORT
009151 perth 1968 02 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-02 16.3 min PERTH AIRPORT
009151 perth 1968 02 03 16.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-03 28.6 max PERTH AIRPORT
009151 perth 1968 02 03 16.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-03 16.6 min PERTH AIRPORT
009151 perth 1968 02 04 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-04 24.8 max PERTH AIRPORT
009151 perth 1968 02 04 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-04 17.8 min PERTH AIRPORT
009151 perth 1968 02 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-05 30.9 max PERTH AIRPORT
009151 perth 1968 02 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-05 13.5 min PERTH AIRPORT
009151 perth 1968 02 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-06 33.1 max PERTH AIRPORT
009151 perth 1968 02 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-06 17.8 min PERTH AIRPORT
009151 perth 1968 02 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-07 26.4 max PERTH AIRPORT
009151 perth 1968 02 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-07 21.6 min PERTH AIRPORT
009151 perth 1968 02 08 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-08 27.3 max PERTH AIRPORT
009151 perth 1968 02 08 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-08 21.3 min PERTH AIRPORT
009151 perth 1968 02 09 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-09 34.6 max PERTH AIRPORT
009151 perth 1968 02 09 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-09 19.5 min PERTH AIRPORT
009151 perth 1968 02 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-10 36.6 max PERTH AIRPORT
009151 perth 1968 02 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-10 22.4 min PERTH AIRPORT
009151 perth 1968 02 11 1.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-11 29.3 max PERTH AIRPORT
009151 perth 1968 02 11 1.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-11 21.6 min PERTH AIRPORT
009151 perth 1968 02 12 1.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-12 29.0 max PERTH AIRPORT
009151 perth 1968 02 12 1.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-12 19.5 min PERTH AIRPORT
009151 perth 1968 02 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-13 36.7 max PERTH AIRPORT
009151 perth 1968 02 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-13 19.3 min PERTH AIRPORT
009151 perth 1968 02 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-14 35.2 max PERTH AIRPORT
009151 perth 1968 02 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-14 19.6 min PERTH AIRPORT
009151 perth 1968 02 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-15 36.5 max PERTH AIRPORT
009151 perth 1968 02 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-15 18.4 min PERTH AIRPORT
009151 perth 1968 02 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-16 35.4 max PERTH AIRPORT
009151 perth 1968 02 16 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-16 22.5 min PERTH AIRPORT
009151 perth 1968 02 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-17 30.9 max PERTH AIRPORT
009151 perth 1968 02 17 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-17 15.6 min PERTH AIRPORT
009151 perth 1968 02 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-18 26.9 max PERTH AIRPORT
009151 perth 1968 02 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-18 13.7 min PERTH AIRPORT
009151 perth 1968 02 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-19 24.0 max PERTH AIRPORT
009151 perth 1968 02 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-19 13.9 min PERTH AIRPORT
009151 perth 1968 02 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-20 23.8 max PERTH AIRPORT
009151 perth 1968 02 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-20 16.0 min PERTH AIRPORT
009151 perth 1968 02 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-21 25.3 max PERTH AIRPORT
009151 perth 1968 02 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-21 13.7 min PERTH AIRPORT
009151 perth 1968 02 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-22 24.5 max PERTH AIRPORT
009151 perth 1968 02 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-22 13.0 min PERTH AIRPORT
009151 perth 1968 02 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-23 25.0 max PERTH AIRPORT
009151 perth 1968 02 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-23 10.5 min PERTH AIRPORT
009151 perth 1968 02 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-24 24.3 max PERTH AIRPORT
009151 perth 1968 02 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-24 8.5 min PERTH AIRPORT
009151 perth 1968 02 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-25 25.9 max PERTH AIRPORT
009151 perth 1968 02 25 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-25 9.1 min PERTH AIRPORT
009151 perth 1968 02 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-26 30.0 max PERTH AIRPORT
009151 perth 1968 02 26 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-26 13.5 min PERTH AIRPORT
009151 perth 1968 02 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-27 30.5 max PERTH AIRPORT
009151 perth 1968 02 27 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-27 14.9 min PERTH AIRPORT
009151 perth 1968 02 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-28 31.4 max PERTH AIRPORT
009151 perth 1968 02 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-28 13.6 min PERTH AIRPORT
009151 perth 1968 02 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-29 30.6 max PERTH AIRPORT
009151 perth 1968 02 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-02-29 13.7 min PERTH AIRPORT
009151 perth 1968 03 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-01 28.2 max PERTH AIRPORT
009151 perth 1968 03 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-01 16.2 min PERTH AIRPORT
009151 perth 1968 03 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-02 30.0 max PERTH AIRPORT
009151 perth 1968 03 02 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-02 14.3 min PERTH AIRPORT
009151 perth 1968 03 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-03 31.7 max PERTH AIRPORT
009151 perth 1968 03 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-03 13.8 min PERTH AIRPORT
009151 perth 1968 03 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-04 33.4 max PERTH AIRPORT
009151 perth 1968 03 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-04 17.2 min PERTH AIRPORT
009151 perth 1968 03 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-05 36.5 max PERTH AIRPORT
009151 perth 1968 03 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-05 20.1 min PERTH AIRPORT
009151 perth 1968 03 06 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-06 33.7 max PERTH AIRPORT
009151 perth 1968 03 06 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-06 20.1 min PERTH AIRPORT
009151 perth 1968 03 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-07 32.0 max PERTH AIRPORT
009151 perth 1968 03 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-07 20.8 min PERTH AIRPORT
009151 perth 1968 03 08 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-08 25.5 max PERTH AIRPORT
009151 perth 1968 03 08 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-08 17.2 min PERTH AIRPORT
009151 perth 1968 03 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-09 25.0 max PERTH AIRPORT
009151 perth 1968 03 09 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-09 12.6 min PERTH AIRPORT
009151 perth 1968 03 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-10 29.3 max PERTH AIRPORT
009151 perth 1968 03 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-10 12.9 min PERTH AIRPORT
009151 perth 1968 03 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-11 30.4 max PERTH AIRPORT
009151 perth 1968 03 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-11 17.0 min PERTH AIRPORT
009151 perth 1968 03 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-12 24.5 max PERTH AIRPORT
009151 perth 1968 03 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-12 12.7 min PERTH AIRPORT
009151 perth 1968 03 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-13 23.1 max PERTH AIRPORT
009151 perth 1968 03 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-13 11.5 min PERTH AIRPORT
009151 perth 1968 03 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-14 24.7 max PERTH AIRPORT
009151 perth 1968 03 14 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-14 10.2 min PERTH AIRPORT
009151 perth 1968 03 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-15 25.4 max PERTH AIRPORT
009151 perth 1968 03 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-15 12.7 min PERTH AIRPORT
009151 perth 1968 03 16 3.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-16 24.2 max PERTH AIRPORT
009151 perth 1968 03 16 3.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-16 16.9 min PERTH AIRPORT
009151 perth 1968 03 17 8.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-17 20.4 max PERTH AIRPORT
009151 perth 1968 03 17 8.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-17 12.6 min PERTH AIRPORT
009151 perth 1968 03 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-18 24.1 max PERTH AIRPORT
009151 perth 1968 03 18 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-18 7.1 min PERTH AIRPORT
009151 perth 1968 03 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-19 28.5 max PERTH AIRPORT
009151 perth 1968 03 19 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-19 8.3 min PERTH AIRPORT
009151 perth 1968 03 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-20 26.9 max PERTH AIRPORT
009151 perth 1968 03 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-20 12.3 min PERTH AIRPORT
009151 perth 1968 03 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-21 25.1 max PERTH AIRPORT
009151 perth 1968 03 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-21 13.2 min PERTH AIRPORT
009151 perth 1968 03 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-22 24.5 max PERTH AIRPORT
009151 perth 1968 03 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-22 12.8 min PERTH AIRPORT
009151 perth 1968 03 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-23 26.4 max PERTH AIRPORT
009151 perth 1968 03 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-23 12.8 min PERTH AIRPORT
009151 perth 1968 03 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-24 28.1 max PERTH AIRPORT
009151 perth 1968 03 24 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-24 13.2 min PERTH AIRPORT
009151 perth 1968 03 25 16.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-25 21.0 max PERTH AIRPORT
009151 perth 1968 03 25 16.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-25 16.4 min PERTH AIRPORT
009151 perth 1968 03 26 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-26 20.1 max PERTH AIRPORT
009151 perth 1968 03 26 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-26 12.9 min PERTH AIRPORT
009151 perth 1968 03 27 8.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-27 16.1 max PERTH AIRPORT
009151 perth 1968 03 27 8.1 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-27 9.3 min PERTH AIRPORT
009151 perth 1968 03 28 9.9 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-28 20.3 max PERTH AIRPORT
009151 perth 1968 03 28 9.9 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-28 3.9 min PERTH AIRPORT
009151 perth 1968 03 29 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-29 23.1 max PERTH AIRPORT
009151 perth 1968 03 29 0.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-29 9.2 min PERTH AIRPORT
009151 perth 1968 03 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-30 24.7 max PERTH AIRPORT
009151 perth 1968 03 30 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-30 10.2 min PERTH AIRPORT
009151 perth 1968 03 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-31 26.3 max PERTH AIRPORT
009151 perth 1968 03 31 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-03-31 7.9 min PERTH AIRPORT
009151 perth 1968 04 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-01 20.9 max PERTH AIRPORT
009151 perth 1968 04 01 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-01 10.0 min PERTH AIRPORT
009151 perth 1968 04 02 2.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-02 22.2 max PERTH AIRPORT
009151 perth 1968 04 02 2.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-02 8.8 min PERTH AIRPORT
009151 perth 1968 04 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-03 23.1 max PERTH AIRPORT
009151 perth 1968 04 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-03 6.8 min PERTH AIRPORT
009151 perth 1968 04 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-04 25.5 max PERTH AIRPORT
009151 perth 1968 04 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-04 10.5 min PERTH AIRPORT
009151 perth 1968 04 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-05 26.2 max PERTH AIRPORT
009151 perth 1968 04 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-05 8.2 min PERTH AIRPORT
009151 perth 1968 04 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-06 24.5 max PERTH AIRPORT
009151 perth 1968 04 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-06 7.3 min PERTH AIRPORT
009151 perth 1968 04 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-07 26.9 max PERTH AIRPORT
009151 perth 1968 04 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-07 11.7 min PERTH AIRPORT
009151 perth 1968 04 08 4.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-08 21.1 max PERTH AIRPORT
009151 perth 1968 04 08 4.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-08 16.1 min PERTH AIRPORT
009151 perth 1968 04 09 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-09 22.0 max PERTH AIRPORT
009151 perth 1968 04 09 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-09 17.0 min PERTH AIRPORT
009151 perth 1968 04 10 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-10 23.2 max PERTH AIRPORT
009151 perth 1968 04 10 4.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-10 14.1 min PERTH AIRPORT
009151 perth 1968 04 11 6.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-11 21.4 max PERTH AIRPORT
009151 perth 1968 04 11 6.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-11 14.3 min PERTH AIRPORT
009151 perth 1968 04 12 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-12 22.3 max PERTH AIRPORT
009151 perth 1968 04 12 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-12 7.5 min PERTH AIRPORT
009151 perth 1968 04 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-13 23.0 max PERTH AIRPORT
009151 perth 1968 04 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-13 13.3 min PERTH AIRPORT
009151 perth 1968 04 14 8.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-14 20.1 max PERTH AIRPORT
009151 perth 1968 04 14 8.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-14 12.5 min PERTH AIRPORT
009151 perth 1968 04 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-15 20.3 max PERTH AIRPORT
009151 perth 1968 04 15 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-15 14.0 min PERTH AIRPORT
009151 perth 1968 04 16 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-16 20.3 max PERTH AIRPORT
009151 perth 1968 04 16 0.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-16 14.0 min PERTH AIRPORT
009151 perth 1968 04 17 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-17 19.9 max PERTH AIRPORT
009151 perth 1968 04 17 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-17 11.6 min PERTH AIRPORT
009151 perth 1968 04 18 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-18 17.0 max PERTH AIRPORT
009151 perth 1968 04 18 9.4 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-18 10.2 min PERTH AIRPORT
009151 perth 1968 04 19 3.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-19 19.3 max PERTH AIRPORT
009151 perth 1968 04 19 3.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-19 5.8 min PERTH AIRPORT
009151 perth 1968 04 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-20 20.9 max PERTH AIRPORT
009151 perth 1968 04 20 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-20 8.3 min PERTH AIRPORT
009151 perth 1968 04 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-21 22.8 max PERTH AIRPORT
009151 perth 1968 04 21 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-21 5.8 min PERTH AIRPORT
009151 perth 1968 04 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-22 23.2 max PERTH AIRPORT
009151 perth 1968 04 22 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-22 6.9 min PERTH AIRPORT
009151 perth 1968 04 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-23 20.4 max PERTH AIRPORT
009151 perth 1968 04 23 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-23 6.2 min PERTH AIRPORT
009151 perth 1968 04 24 2.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-24 19.4 max PERTH AIRPORT
009151 perth 1968 04 24 2.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-24 11.4 min PERTH AIRPORT
009151 perth 1968 04 25 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-25 20.7 max PERTH AIRPORT
009151 perth 1968 04 25 1.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-25 13.6 min PERTH AIRPORT
009151 perth 1968 04 26 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-26 17.9 max PERTH AIRPORT
009151 perth 1968 04 26 2.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-26 14.0 min PERTH AIRPORT
009151 perth 1968 04 27 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-27 17.1 max PERTH AIRPORT
009151 perth 1968 04 27 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-27 3.2 min PERTH AIRPORT
009151 perth 1968 04 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-28 19.3 max PERTH AIRPORT
009151 perth 1968 04 28 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-28 6.2 min PERTH AIRPORT
009151 perth 1968 04 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-29 19.9 max PERTH AIRPORT
009151 perth 1968 04 29 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-29 12.3 min PERTH AIRPORT
009151 perth 1968 04 30 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-30 19.7 max PERTH AIRPORT
009151 perth 1968 04 30 0.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-04-30 9.0 min PERTH AIRPORT
009151 perth 1968 05 01 5.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-01 14.6 max PERTH AIRPORT
009151 perth 1968 05 01 5.8 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-01 6.6 min PERTH AIRPORT
009151 perth 1968 05 02 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-02 17.1 max PERTH AIRPORT
009151 perth 1968 05 02 1.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-02 1.2 min PERTH AIRPORT
009151 perth 1968 05 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-03 19.4 max PERTH AIRPORT
009151 perth 1968 05 03 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-03 6.3 min PERTH AIRPORT
009151 perth 1968 05 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-04 21.4 max PERTH AIRPORT
009151 perth 1968 05 04 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-04 3.4 min PERTH AIRPORT
009151 perth 1968 05 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-05 23.0 max PERTH AIRPORT
009151 perth 1968 05 05 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-05 4.7 min PERTH AIRPORT
009151 perth 1968 05 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-06 24.0 max PERTH AIRPORT
009151 perth 1968 05 06 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-06 3.8 min PERTH AIRPORT
009151 perth 1968 05 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-07 20.2 max PERTH AIRPORT
009151 perth 1968 05 07 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-07 4.4 min PERTH AIRPORT
009151 perth 1968 05 08 3.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-08 18.8 max PERTH AIRPORT
009151 perth 1968 05 08 3.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-08 8.2 min PERTH AIRPORT
009151 perth 1968 05 09 1.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-09 17.5 max PERTH AIRPORT
009151 perth 1968 05 09 1.3 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-09 8.7 min PERTH AIRPORT
009151 perth 1968 05 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-10 17.7 max PERTH AIRPORT
009151 perth 1968 05 10 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-10 6.4 min PERTH AIRPORT
009151 perth 1968 05 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-11 18.9 max PERTH AIRPORT
009151 perth 1968 05 11 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-11 2.3 min PERTH AIRPORT
009151 perth 1968 05 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-12 23.6 max PERTH AIRPORT
009151 perth 1968 05 12 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-12 5.4 min PERTH AIRPORT
009151 perth 1968 05 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-13 25.9 max PERTH AIRPORT
009151 perth 1968 05 13 0.0 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-13 11.6 min PERTH AIRPORT
009151 perth 1968 05 14 16.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-14 20.6 max PERTH AIRPORT
009151 perth 1968 05 14 16.5 Y -31.96 115.79 Subiaco Wastewater Treatment Plant 1968-05-14 12.7 min PERTH AIRPORT
# Drop unused  date columns
df_merge <- df_merge %>% 
  select( -c("year", "month", "day"))



2.2 NA handling



In the data above, it is easy to see that there are some data missing (denoted by NA). Analyses of missing values are important, because if there is a systematic pattern, i.e. they are missing for a reason, the data can be distorted. Ideally, the values would be missing completely at random (MCAR) or at least missing at random (MAR). Firstly, we take a look at which variables contain any NA’s.

names(which(colSums(is.na(df_merge)) > 0))
## [1] "rainfall"    "quality"     "temperature"


Only the variables rainfall, quality and temperature have missing values. However, for our analysis, we do not need quality. Therefore, we first exclude these columns, so that if we drop NA’s later, we don’t exclude rows unnecessarily.

df_merge <- df_merge %>% 
  dplyr::select(-quality)

Now we want to look at how many rows the rainfall and temperature variables are missing.

n_missings <- sapply(df_merge, function(x) sum(is.na(x))) %>% 
  as.data.frame() %>% 
  tibble::rownames_to_column("Variable") %>% 
  dplyr::rename("N_missings" = ".") %>% 
  dplyr::filter(N_missings > 0)


n_missings %>% 
  kbl() %>% 
  kable_styling(font_size = 15, 
                full_width = FALSE, 
                position = "left")
Variable N_missings
rainfall 21404
temperature 166
# define NA-dataframe:
nas <- df_merge[rowSums(is.na(df_merge)) > 0, ]

# how many rows of `rainfall` are missing?
dim(nas)[1] / dim(df_merge)[1]
## [1] 0.09888587

In total there are 9.89% rows which contain at at least one missing value. There are many NA’s of rainfall (about 21’000). In order to further analyse the missing values, we look at the distribution of NA’s across time, and grouped by cities:

nas_overview <- nas[complete.cases(nas[, 'temperature']), ] # exclude all values with NAs 
# on the variable `temperature`, to look at NA-pattern of `rainfall`
# dim(nas_overview)

nas_rain_pattern <- nas_overview %>% 
  dplyr::select(city_name, date) %>% 
  group_by(city_name) %>% 
  summarize(min_date = min(date), 
            max_date = max(date), 
            N = n()) %>% 
  dplyr::mutate(range_date = paste0(min_date, " / ", max_date)) %>% 
  dplyr::select(city_name, range_date, N)

nas_rain_pattern %>% 
  kbl() %>%
  kable_styling
city_name range_date N
brisbane 1965-01-01 / 2019-01-24 15454
canberra 2008-01-01 / 2018-03-28 551
melbourne 1964-01-01 / 2019-04-30 4585
perth 1967-01-01 / 2018-06-27 776
sydney 2010-06-19 / 2018-06-24 18
  #kable_minimal()

It seems that Brisbane has the most missing values for rainfall (~15000), followed by Melbourne (~4500), and the others are all below 800. At least for Brisbane and Melbourne, the time periods of the missing data do not show an obvious pattern. Therefore, we ought to take a closer look on that:

# df_nas_rain_plot <- nas_overview %>% 
#   dplyr::select(-rainfall) %>% 
#   group_by(city_name, date) %>% 
#   summarise(N = n())

nas_overview%>% 
  ggplot(mapping = aes(x = date, fill = city_name)) +
           geom_bar() +
           #scale_fill_brewer(palette = 1) +
           xlab(" ") +
           ylab("# NAs") +
           labs(fill = "City") +
           theme_bw()

In this histogram, it is easy to see that there are three main periods which have missing values about how much it rained on the respective day in the respective city (approximately):

  • 1965 to 1975
  • 1993 to 2002
  • 2008 to 2017


In the present data, the main problematic point is that the cities in which the temperatures were measured are at different locations, so the different cities have different climates. Therefore, when computing averages the average temperature in the year 1969, the data could be skewed, since Brisbane lacks a lot of data. However, an in-depth analysis and potential imputation of missing values would go beyond the scope of the present project and therefore, we decided to drop these rows nonetheless. The reader is advised, however, to keep this critique in mind throughout the remainder of the present work.

df_merge2 <- df_merge %>% drop_na()                 

3 Exploration



# Summarise the data for analyses

# summarise over cities as well as days
df_sum <- df_merge2 %>%
  dplyr::select(city_name, rainfall, lat, long, date, temperature) %>% 
  group_by(city_name, date) %>% 
  summarise(rainfall = mean(rainfall), 
            temperature = mean(temperature))

# summarise over days only
df_sum_single <- df_merge2 %>%
  dplyr::select(rainfall, lat, long, date, temperature) %>% 
  group_by(date) %>% 
  summarise(rainfall = mean(rainfall), 
            temperature = mean(temperature))

Now we look at the fluctuation of temperatures through the years, using the plot_ly() function with a trace to show an interactive time series analysis using the mean temperatures. With this interactive graphic visualization, we can adjust the time frame by narrowing the bar on the graph and then it shows more details like seasonal, monthly or even daily temperature change. Notice that the mean temperature showed more higher peaks and lower drops starting in the 1960s which possibly indicates the start of global warming and climate change due to the industrial revolution.

pl_temp <- plot_ly(df_sum, type = 'scatter', mode = 'lines') %>%
  add_trace(x = ~date, y = ~temperature) %>%
  plotly::layout(showlegend = F, title='Mean temperature (°C) in Australia', xaxis = list(rangeslider = list(visible = T)))

pl_temp


Similarly with rainfall in Australia, we used plot_ly() and trace to create an interactive visualization of the mean rainfall over the past 100 years. The graphic can be adjusted to the desired time frame and into a more detailed values over months and days. Notice that there is a drop in the peaks on rainfall especially in the last 20 years, which is a crucial factor that results in more dry atmosphere and thus higher possibility of forest fires in Australia.


pl_rain <- plot_ly(df_sum, type = 'scatter', mode  = "lines")%>%
  add_trace(x = ~date, y = ~rainfall) %>%
  plotly::layout(showlegend = F, title='Mean rainfall in Australia',
         xaxis = list(rangeslider = list(visible = T)))

pl_rain


Using the interactive visulization created by plot_ly(), we can have a look into at the data, analyze the patterns and identify any outliers or extreme values. For example, when looking at the last 50 years, the last spike of almost 250 mm average rain in one day was in early 1990. Keeping in mind that there are multiple stations measuring the rainfall over several main cities, we take a closer look into the different station to check whether this spike is similar over all different cities or was it just the case for one city and maybe then question the accuracy validity of this data values. To be able to look at the different measuring stations at specific time-periods we created a function (f_plot_clim()) that displays either temperature or rainfall at specific times separated for the different measuring stations. The function displays the data either by showing multiple plots for each station or as colored lines. The time period must also be specified.

# Function for creating plots:

f_plot_clim <- function(dat = df_sum, 
                        y_axis, 
                        city = "multi", 
                        start_date = '1910-01-09', 
                        end_date = '2019-05-31'){
  
  dat_plot <- dat %>% 
    dplyr::filter(date >= start_date & date <= end_date)
  
  p <- ggplot(
    data = dat_plot, mapping = aes_string("date", y_axis)) + 
    theme_bw()
  
  if (city == "multi"){
    p <- p + geom_line(aes_string("date", y_axis), 
              position = "identity") +
              facet_wrap(~city_name)
  }
  if (city == "cols") {
   p <- p + geom_line(aes_string("date", y_axis, color = "city_name"), 
              position = "identity")
  }
return(p)
}

Finally, we take a look at the rainfall in early 1990 (January - March):

f_plot_clim(dat = df_sum, 
            y_axis = "rainfall", 
            city = "multi", 
            start_date = '1990-01-01', 
            end_date = '1990-03-01')


We see indeed that Sydney displays massive spikes compared to Melbourne and Perth, the latter of which had almost no rain in this period. Furthermore, we notice that there is no plot for Canberra, which indicates that there are some data missing for Canberra in this period. How does the temperature trend look like in this time period?

f_plot_clim(dat = df_sum, 
            y_axis = "temperature", 
            city = "multi", 
            start_date = '1990-01-01', 
            end_date = '1990-03-01')


We observe more or less similar patterns in the cities with respect to temperature, however it is hard to directly compare them. To do the latter, we can draw the trends on one plot:

f_plot_clim(dat = df_sum, 
            y_axis = "temperature", 
            city = "cols", 
            start_date = '1990-01-01', 
            end_date = '1990-03-01')


The interactive visualizations and the function we showed are useful tools to explore and get an insight into the data. However, to evaluate relationships between the different variables, we need to conduct the appropriate statistical tests.

4 Analyses



First, we need to prepare the data for the statistical analysis. Perhaps the most important point here is to average the data by year, because otherwise the relationship between year and temperature / rainfall would a priori not be linear because of seasonal fluctuations, as we have seen earlier.

# collapse over years 
df_sum_date <- df_sum %>% 
  mutate(year = date)

df_sum_date$year <- as.numeric(
  format(df_sum_date$year, "%Y"))

# summarise data by year for analysis:

df_an <- df_sum_date %>%
  dplyr::select(year, rainfall, temperature) %>% 
  group_by(year) %>% 
  summarise(m_rain = mean(rainfall), 
            sd_rain = sd(rainfall), 
            m_temp = mean(temperature), 
            sd_temp = sd(temperature))

4.1 Rainfall change

We run a linear regression model to check whether rainfall has significantly changed over time.

## simple models:
mod.rain <- lm(m_rain ~ year, data = df_an)
#summ(mod.rain)



p.mod.rain <- ggplot(data = df_an, mapping = aes(year, m_rain)) + 
  geom_point(stat = "identity") +
  geom_smooth(method = "lm", col = "red") +
  xlab("") +
  ylab("Mean rainfall (mm)") +
  theme_bw()

mod.sd.rain <- lm(sd_rain ~ year, data = df_an)
#summary(mod.sd.rain)


p.mod.sd.rain <- ggplot(data = df_an, mapping = aes(year, sd_rain)) + 
  geom_point(stat = "identity") +
  geom_smooth(method = "lm", col = "red") +
  xlab("")+
  ylab("SD of rainfall (mm)") +
  theme_bw()


p.mod.rain |p.mod.sd.rain

# display the two models: 
tab_model(mod.rain, mod.sd.rain)
  m_rain sd_rain
Predictors Estimates CI p Estimates CI p
(Intercept) 27.19 18.69 – 35.69 <0.001 69.25 41.87 – 96.64 <0.001
year -0.01 -0.02 – -0.01 <0.001 -0.03 -0.04 – -0.02 <0.001
Observations 110 110
R2 / R2 adjusted 0.230 / 0.223 0.149 / 0.141


The model shows that the dependent variable year is statistically significant when it comes to mean rainfall, i.e., Australias rainfall in decreasing over time.
Similarly, the standard deviation is decreasing as well, which means that there is less fluctuation, a result which may partly be due to overall less rainfall. However, it could also be systematic pattern (a hypothesis which remains to be tested elsewhere).The \(R^{2}\) indicates how well the regression model fits the observed data; in the two models above, about 23% and 15% of the variance are explained by the models for mean rainfall and sd of rainfall, respectively. We can also see from the graphs created by ggplot that the mean & standrad deviation of rainfall dropped over the recent years.

4.2 Temperature change



We also ran a linear regression model to check whether temperature has significantly changed over time.

mod.temp <- lm(m_temp ~ year, data = df_an)
#summary(mod.temp)

p.mod.temp <- ggplot(data = df_an, mapping = aes(year, m_temp)) + 
  geom_point(stat = "identity") +
  geom_smooth(method = "lm", col = "red") +
  ylab("Mean °C") +
  xlab("") +
  theme_bw()

mod.sd.temp <- lm(sd_temp ~ year, data = df_an)
#summ(mod.sd.temp)

p.mod.sd.temp <- ggplot(data = df_an, mapping = aes(year, sd_temp)) + 
  geom_point(stat = "identity") +
  geom_smooth(method = "lm", col = "red") +
  ylab("SD of °C") +
  xlab("")+
  theme_bw()

p.mod.temp| p.mod.sd.temp


tab_model(mod.temp,  mod.sd.temp)
  m_temp sd_temp
Predictors Estimates CI p Estimates CI p
(Intercept) 18.80 12.36 – 25.25 <0.001 -21.14 -24.60 – -17.68 <0.001
year -0.00 -0.00 – 0.00 0.830 0.01 0.01 – 0.01 <0.001
Observations 110 110
R2 / R2 adjusted 0.000 / -0.009 0.667 / 0.664


Using tab_model() to display the models we get that the effect of time on the dependent variable mean temperature is above the 5% for the p-value indicating that the null hypothesis is still valid. Therefore, Australia’s temperature did not change significantly over time. Again looking at the \(R^{2}\) value yields almost no explanation of the variance of the mean-temperature-model.

However, the analysis of the standard deviation of temperature showed a significant positive relationship with time. Therefore, the yearly fluctuations of the temperature does increase, perhaps reflecting a increase in temperature extremes, which is a well-replicated result in climatology. We can also see from the graphs created by ggplot that the mean temperature & standard deviation have steeply increasing after the drop in 1975 till to this year.

5 Chapter of Choice: Shiny



We are using the shiny package to create an interactive histogram on temperatures in Australia. The most frequent temperature lies around 15c.

library(shiny)
data(df_temp)

#Define UI for app that draws a histogram 
ui <- fluidPage(
  #App title
  titlePanel("Temperature in Australia"),
  
  #sidebar layout with input & output definitions
  sidebarLayout(
    
    #sidebar panel for inputs
    sidebarPanel(
      #Input: slider for the number of bins
      sliderInput(inputId = "bins",
                  label = "Number of bins:",
                  min = 1,
                  max = 50,
                  value = 30)
    ),
    #Main panel for displaying outputs
    mainPanel(
      plotOutput(outputId = "distPlot")
      
    )
  )
)

#Define server logic required to draw a histogram
server <- function(input, output) {
  
  output$distPlot <- renderPlot({
    x <- temperature$temperature
    x <- na.omit(x)
    bins <- seq(min(x), max(x), length.out = input$bins + 1)
    
    hist(x, breaks = bins, col = "#75AADB", border = "black",
         xlab = "Temperature",
         main = "Histogram of Temperature")
  })
}

#create shiny app
shinyApp(ui = ui, server = server)

6 Summary



In this project, we took a look at Australia’s rainfall and temperature over the last century in light of the destructive wildfires at the beginning of 2020. After having analyzed the missing values, we showed how interactive plots using plot_ly() can be used to visualize even large datasets and how writing one’s own function can aid a more detailed look at the data. The analyses of rainfall showed that both average rainfall and its fluctuation have decreased over the last century. In contrast, temperature did not significantly change over the last century. However, the fluctuation of temperature significantly and steeply increased, perhaps reflecting an increasing climatological instability towards extreme temperatures. Finally, due to a lack of friends, we also created a small shiny app interactively displaying the distribution of temperature values.